Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1.179956 1.442011 1.780187 2.263101 2.961515 3.983027 5.697659
2025-05-04 0.833003 1.113732 1.532053 2.250022 3.580426 6.317435 14.110648
2025-05-11 0.645858 0.908969 1.336074 2.162150 3.997333 9.083278 36.519720
2025-05-18 0.550771 0.807398 1.254207 2.213314 4.750187 14.639889 192.056312
2025-05-25 0.491509 0.745820 1.216366 2.327907 5.835320 26.754378 NaN
2025-06-01 0.436887 0.678889 1.146226 2.330896 6.638953 46.225493 NaN
2025-06-08 0.387322 0.611354 1.056511 2.241243 7.025179 72.615934 NaN
2025-06-15 0.361139 0.582461 1.040145 2.347070 8.558569 211.549342 NaN
2025-06-22 0.333436 0.545963 0.998092 2.357669 9.714243 780.002920 NaN
2025-06-29 0.306012 0.506108 0.939958 2.291747 10.333193 4646.896569 NaN
2025-07-06 0.283900 0.474138 0.894364 2.251038 11.169497 NaN NaN
2025-07-13 0.275798 0.469659 0.914291 2.459899 15.213769 NaN NaN
2025-07-20 0.263948 0.456228 0.910304 2.585679 19.578192 NaN NaN
2025-07-27 0.248510 0.433352 0.877550 2.577589 22.396283 NaN NaN
2025-08-03 0.231725 0.405819 0.827770 2.472251 23.098353 NaN NaN
2025-08-10 0.221846 0.392509 0.814703 2.534737 28.671088 NaN NaN
2025-08-17 0.214902 0.384963 0.816335 2.674579 39.784841 NaN NaN
2025-08-24 0.205105 0.369914 0.793784 2.678247 47.475790 NaN NaN
2025-08-31 0.193591 0.349931 0.753867 2.568820 48.485258 NaN NaN
2025-09-07 0.188372 0.344080 0.755148 2.698034 71.030356 NaN NaN
2025-09-14 0.181111 0.332777 0.738103 2.711006 89.257596 NaN NaN
2025-09-21 0.172641 0.317957 0.708214 2.630416 95.516583 NaN NaN
2025-09-28 0.165398 0.305571 0.684475 2.580757 107.796596 NaN NaN